autoESDA report

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Study Area

Dataset Overview

Coordinate System epsg:4326
Columns 10
Rows 213
Excluded Columns {'geometry', 'Local Muni'}
Included Columns ['Black Afri', 'Coloured', 'Indian/Asi', 'White', '0-14 (Chil', '15-34 (You', '35-64 (Adu', '65+ (Elder']

Descriptive Statistics

Black Afri Coloured Indian/Asi White 0-14 (Chil 15-34 (You 35-64 (Adu 65+ (Elder
count 213.00 213.00 213.00 213.00 213.00 213.00 213.00 213.00
mean 210758.70 22861.63 6459.31 21205.12 78808.07 94563.42 66667.52 21245.75
std 439245.09 114265.67 47802.21 77288.47 156249.84 200927.97 186417.19 52011.80
min 7.87 15.39 0.00 0.00 1928.72 2890.24 2702.03 1011.00
25% 39555.36 382.38 98.68 979.02 19517.52 24239.42 14491.30 5135.43
50% 107550.23 1588.67 283.53 3579.51 40358.22 45810.15 25317.86 10193.61
75% 211077.96 12987.36 711.63 11551.50 78386.06 84765.74 45063.40 18153.28
max 3982215.91 1597840.64 653818.70 659349.43 1271255.43 1642997.53 1616109.75 418983.93

Sample Rows

First 5 rows

Local Muni Black Afri Coloured Indian/Asi White 0-14 (Chil 15-34 (You 35-64 (Adu 65+ (Elder
0 EC101 20610.97 55324.10 44.70 6216.95 27002.07 27312.86 20399.08 7482.70
1 EC104 66257.33 8787.51 469.72 6545.49 22023.97 32291.15 20045.53 7699.40
2 EC105 52697.13 5076.55 136.14 5270.55 17696.83 20191.96 17372.74 7918.84
3 EC121 276645.70 186.62 211.87 205.53 99344.33 119715.21 37630.38 20559.80
4 EC122 246116.58 293.68 333.09 70.02 81569.73 104229.26 38934.83 22079.56
5 EC131 39739.53 25215.53 158.50 5379.08 24306.61 27518.73 13563.86 5103.43
6 EC137 161786.64 118.79 97.92 10.35 71624.02 56480.26 21169.79 12739.64
7 EC141 142392.86 1458.94 95.85 981.35 54282.78 57711.68 21102.44 11832.09
8 EC142 137497.53 1076.23 79.47 2066.54 51880.29 56782.86 21080.26 10976.35
9 EC153 301662.75 1305.29 314.92 95.97 129862.23 118290.62 37182.20 18043.88

Last 5 rows

Local Muni Black Afri Coloured Indian/Asi White 0-14 (Chil 15-34 (You 35-64 (Adu 65+ (Elder
203 EC139 248124.78 9035.41 998.30 8852.74 95284.65 106055.75 45316.28 20354.55
204 EC129 147922.38 9499.48 138.23 1955.40 46512.99 68666.12 30419.17 13917.21
205 KZN245 117332.98 834.48 2418.75 1837.15 41434.77 51525.90 20327.71 9134.98
206 KZN223 33413.73 130.61 732.77 3113.93 13021.54 13830.35 8560.73 1978.41
207 GT423 88177.47 1022.30 898.34 22373.99 29070.26 38717.33 33727.75 10956.76
208 GT422 59780.86 2063.39 1384.57 48382.78 25760.83 36714.55 36240.74 12895.49
209 GT421 625777.89 9302.95 7367.76 90996.12 188801.33 256576.61 218288.08 69778.71
210 EC102 21282.82 13282.64 49.77 1448.03 11824.49 11091.70 9379.15 3767.92
211 JHB 3982215.91 262308.83 217988.47 486833.43 1271255.43 1642997.53 1616109.75 418983.93
212 EKU 2762059.20 85821.88 67382.35 463840.69 766794.70 1174004.99 1130282.04 308022.39

Correlation Heatmap

Pairplot